Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: GLTP

Gene summary for GLTP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GLTP

Gene ID

51228

Gene nameglycolipid transfer protein
Gene AliasGLTP
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A0A024RBI7


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
51228GLTPP39T-EHumanEsophagusESCC5.13e-401.12e+000.0894
51228GLTPP40T-EHumanEsophagusESCC1.83e-231.02e+000.109
51228GLTPP42T-EHumanEsophagusESCC5.80e-361.20e+000.1175
51228GLTPP44T-EHumanEsophagusESCC1.22e-125.88e-010.1096
51228GLTPP47T-EHumanEsophagusESCC2.32e-156.65e-010.1067
51228GLTPP48T-EHumanEsophagusESCC1.29e-401.15e+000.0959
51228GLTPP49T-EHumanEsophagusESCC1.40e-121.49e+000.1768
51228GLTPP52T-EHumanEsophagusESCC2.38e-269.26e-010.1555
51228GLTPP54T-EHumanEsophagusESCC1.41e-521.75e+000.0975
51228GLTPP56T-EHumanEsophagusESCC1.49e-078.77e-010.1613
51228GLTPP57T-EHumanEsophagusESCC5.87e-359.28e-010.0926
51228GLTPP61T-EHumanEsophagusESCC5.82e-391.59e+000.099
51228GLTPP62T-EHumanEsophagusESCC1.13e-771.62e+000.1302
51228GLTPP65T-EHumanEsophagusESCC1.40e-298.92e-010.0978
51228GLTPP74T-EHumanEsophagusESCC1.85e-411.48e+000.1479
51228GLTPP75T-EHumanEsophagusESCC2.02e-721.72e+000.1125
51228GLTPP76T-EHumanEsophagusESCC2.54e-286.14e-010.1207
51228GLTPP79T-EHumanEsophagusESCC9.46e-521.20e+000.1154
51228GLTPP80T-EHumanEsophagusESCC1.92e-491.76e+000.155
51228GLTPP82T-EHumanEsophagusESCC1.08e-091.12e+000.1072
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:0042886ColorectumADamide transport83/3918301/187233.37e-032.46e-0283
GO:0015748ColorectumADorganophosphate ester transport42/3918140/187237.04e-034.31e-0242
GO:00068691ColorectumFAPlipid transport81/2622398/187232.84e-043.76e-0381
GO:00428862ColorectumFAPamide transport62/2622301/187231.01e-039.93e-0362
GO:00108762ColorectumFAPlipid localization85/2622448/187231.92e-031.63e-0285
GO:0015914ColorectumFAPphospholipid transport23/262296/187236.09e-033.82e-0223
GO:00068692ColorectumCRClipid transport63/2078398/187232.36e-032.26e-0263
GO:00108763ColorectumCRClipid localization68/2078448/187234.60e-033.58e-0268
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00066642EsophagusESCCglycolipid metabolic process63/8552100/187233.55e-042.06e-0363
GO:19035092EsophagusESCCliposaccharide metabolic process63/8552101/187235.25e-042.90e-0363
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:0006643LiverCirrhoticmembrane lipid metabolic process69/4634203/187231.89e-031.19e-0269
GO:01200091LiverCirrhoticintermembrane lipid transfer21/463448/187233.06e-031.73e-0221
GO:00066431LiverHCCmembrane lipid metabolic process115/7958203/187233.17e-053.22e-04115
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
GLTPinsertionNonsense_Mutationnovelc.465_466insTAAGAATCTTGGGTTTCGGCAGGGTGCAGTGGCTCACTTCTGTAATCp.Pro156Terp.P156*Q9NZD2protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GLTPinsertionFrame_Shift_Insnovelc.597_598insTGTAGTTCCAGCTACTCAGGAGGp.Gln200CysfsTer10p.Q200Cfs*10Q9NZD2protein_codingTCGA-B6-A0IB-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
GLTPSNVMissense_Mutationrs201181687c.607N>Ap.Ala203Thrp.A203TQ9NZD2protein_codingtolerated(0.08)benign(0.344)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GLTPSNVMissense_Mutationrs141894554c.397N>Ap.Glu133Lysp.E133KQ9NZD2protein_codingtolerated(0.13)benign(0.048)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GLTPSNVMissense_Mutationnovelc.537N>Tp.Lys179Asnp.K179NQ9NZD2protein_codingtolerated(0.22)benign(0.005)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
GLTPSNVMissense_Mutationnovelc.536N>Cp.Lys179Thrp.K179TQ9NZD2protein_codingdeleterious(0.02)benign(0.092)TCGA-2E-A9G8-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapytaxolCR
GLTPSNVMissense_Mutationrs758929905c.566N>Tp.Ala189Valp.A189VQ9NZD2protein_codingtolerated(0.06)benign(0.027)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
GLTPSNVMissense_Mutationnovelc.295N>Gp.Arg99Glyp.R99GQ9NZD2protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GLTPSNVMissense_Mutationc.184A>Gp.Thr62Alap.T62AQ9NZD2protein_codingtolerated(0.06)benign(0.062)TCGA-D1-A0ZO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
GLTPSNVMissense_Mutationnovelc.473N>Gp.Lys158Argp.K158RQ9NZD2protein_codingtolerated(0.66)benign(0.005)TCGA-DI-A1NO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownPD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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